In the particular case of \(p=1\) , one gets the familiar and more straightforward formula with the CDFs (and not their inverses) \(W_1(\mu _1, \mu _2) = \Vert F_{\mu _1}-F_{\mu _2}\Vert _{L^1(\mathbb {R})}\) , see [1]}, [2]}.
